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Roadmap
Day 36 · Experiments 55 min 40 XP

🅰️A/B testing

An A/B test is the cleanest tool an analyst has for answering 'did this change work?'. Random assignment turns correlation into cause, if you plan it properly.

What you'll learn

  • Design a test with one metric, one change and random assignment
  • Test two conversion rates with a z-test in Sheets
  • Avoid the classic traps: peeking, tiny samples and stopping early

A peek inside

Design before data

The rest of Day 36 is a Pro lesson

You're on the free Explorer plan — you get the intro and the video. Go Pro to open the full guided lesson (and all 30 days).

  • 3 deep-dive lessons
  • A copy-paste worked example
  • 3 hands-on practice tasks
  • Studio task: Test a checkout button
  • 3-question quiz, up to 45 XP
  • 4 quick-glance glossary cards
  • 40 XP + streak tracking
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